Before joining Facebook, I was a research software engineer at Microsoft where I implemented machine learning solutions for several Microsoft products such as Windows 8 search, Windows App Store recommendation and Xbox One ranking. I had a 1.5-year internship in machine learning group in Microsoft Research Asia where I focused on natural language processing.